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Automation Risk Analysis

Will “Data Management Associate” be Automated?

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AI Exposure Risk

62%

“Data Management Associate” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Data Management Associate” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

  • Specify users and user access levels for each segment of database.

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

  • Revise company definition of data as defined in data dictionary.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Test changes to database applications or systems.

  • Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.

  • Provide technical support to junior staff or clients.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

  • Review procedures in database management system manuals to make changes to database.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

  • Select and enter codes to monitor database performance and to create production databases.

  • Train users and answer questions.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

Technologies & Software

  • Integrated development environment IDE software
  • Python
  • Gemini Code Assist
  • Bash
  • Data definition language DDL
  • SAP Business Objects
  • Atlassian JIRA
  • Amazon DynamoDB
  • Microsoft Exchange
  • C#
  • Oracle Enterprise Manager
  • Oracle Real Application Cluster RAC
  • Blackbaud The Raiser's Edge
  • Qlik Tech QlikView
  • Amazon Redshift
  • Apache Pig
  • Geographic information system GIS software
  • Microsoft Visual Basic.NET
  • IBM SPSS Statistics
  • Cluster server software
  • Dassault Systemes CATIA
  • Docker
  • Bolt.new
  • Citrix cloud computing software
  • Oracle Reports
  • Tableau
  • IBM Informix
  • Apache Mahout
  • v0 by Vercel
  • Microsoft Power BI
  • SAP software
  • Microsoft ASP.NET Core MVC
  • Deployment software
  • Adobe Dreamweaver
  • Apache Kafka
  • SAP Adaptive Server Enterprise
  • Google Antigravity
  • MapR Converged Data Platform
  • SentryOne SQL Sentry
  • Encryption software
  • Visual Paradigm DB Visual ARCHITECT
  • Amazon Web Services AWS software
  • Apache Cassandra
  • Tabnine
  • Oracle Taleo
  • Llama (Meta)
  • ASG Technologies ASG-Zeke
  • Mistral (Mistral AI)
  • IBM Power Systems software
  • Microsoft Azure software
  • LAMP Stack
  • Structured query language SQL
  • Oracle Fusion Middleware
  • Red Hat Enterprise Linux
  • ESRI ArcGIS software
  • Fund accounting software
  • Apache Solr
  • Microsoft Publisher
  • Backbone.js
  • DOS shell script
  • Relational database management software
  • Nova (Amazon)
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM WebSphere
  • Amazon Web Services AWS CloudFormation
  • Database design software
  • Grok (xAI)
  • SAP Replication Server
  • BMC Software Recovery Manager RMAN
  • Drupal
  • ADO.NET
  • Customer information control system CICS
  • Skype
  • Ubuntu
  • Microsoft Active Server Pages ASP
  • Microsoft Visual Basic Scripting Edition VBScript
  • Access management software
  • KornShell
  • Google Angular
  • AJAX
  • Amazon Elastic Compute Cloud EC2
  • Red Hat OpenShift
  • Job control language JCL
  • Microsoft Visual Basic
  • NoSQL
  • Scala
  • Teradata Database
  • Gemini (Google)
  • Claude (Anthropic)
  • GitHub Copilot
  • Microsoft SQL Server Integration Services SSIS
  • Shell script
  • Microsoft Visual Basic for Applications VBA
  • Oracle Eloqua
  • Microsoft ActiveX
  • Google Meet
  • JUnit
  • Microsoft Project
  • Apache Struts
  • Amazon Data Pipeline
  • Oracle Database
  • Quest SharePlex
  • Database security software
  • Go
  • Nearpod
  • Microsoft Outlook
  • R
  • Marketo Marketing Automation
  • Zabbix
  • CA IDMS
  • Oracle Hyperion
  • Hewlett Packard LoadRunner
  • Salesforce Visualforce
  • GitHub
  • C
  • Qwen (Alibaba)
  • Oracle Learning Management
  • Eclipse IDE
  • ReCrystallize Crystal Reports
  • Acronis Recovery Expert
  • Test data generator software
  • NortonLifeLock cybersecurity software
  • StataCorp Stata
  • Extensible hypertext markup language XHTML
  • Apache Spark
  • Apache Maven
  • Hibernate ORM
  • Database cloning software
  • Pentaho Kettle
  • Redgate SQL Server
  • Microsoft Visio
  • MariaDB
  • MySQL
  • LogMeIn GoToWebinar
  • Data validation software
  • Microsoft Word
  • Microsoft ASP.NET
  • Ext JS
  • Oracle WebLogic Server
  • Data modeling software
  • McAfee
  • Oracle Designer
  • Ruby
  • Microsoft Excel
  • Oracle SQL Developer
  • Microsoft SharePoint
  • JavaScript Object Notation JSON
  • Microsoft PowerShell
  • Systems and data disaster recovery software
  • Puppet
  • Ruby on Rails
  • Epic Systems
  • LogMeIn GoToMeeting
  • Teradata Active Enterprise Data Warehouse
  • Microsoft Access
  • HP DataProtector
  • NetSuite ERP
  • Oracle Business Intelligence Enterprise Edition
  • Data dictionary software
  • Red Hat Ansible Engine
  • Oracle JD Edwards EnterpriseOne
  • Atlassian Confluence
  • Red Hat WildFly
  • Microsoft SQL Server
  • Transact-SQL
  • IBM ADSTAR
  • Apache Ant
  • Oracle Solaris
  • Oracle Application Express APEX
  • Computer based training software
  • Operating system software
  • MongoDB
  • Microsoft PowerPoint
  • Apache Subversion SVN
  • Oracle Fusion Applications
  • IBM Cognos Impromptu
  • Computer Associates Log Analyzer
  • Quest Erwin Data Modeler
  • Oracle PL/SQL
  • VMware
  • Microsoft Windows
  • Spring Framework
  • Git
  • Micosoft SQL Server Analysis Services SSAS
  • Cursor AI
  • Wireshark
  • Index tuning software
  • Data mapping software
  • IBM Rational Data Architect
  • Storage area network SAN software
  • Veritas NetBackup
  • Chef
  • Google Analytics
  • UNIX
  • Oracle PeopleSoft
  • Prolog
  • Microsoft Office software
  • Apache HTTP Server
  • Perl
  • Node.js
  • Mistral AI (chat/models)
  • Amazon Simple Storage Service S3
  • PySpark
  • Catalog navigation software
  • Minitab
  • IBM DB2
  • Unified modeling language UML
  • Linux
  • Enterprise JavaBeans
  • Cisco Webex
  • Spring Boot
  • Ansible software
  • Microsoft Visual C# .NET
  • IBM Notes
  • Perplexity AI
  • Apache Groovy
  • Apache Tomcat
  • Extensible markup language XML
  • Human resource management software HRMS
  • Advanced business application programming ABAP
  • Dynamic hypertext markup language DHTML
  • Oracle SQL Plus
  • Microsoft Azure Data Factory
  • Oracle Golden Gate
  • IBM Interactive System Productivity Facility ISPF
  • Restructured extended executor REXX
  • Microsoft Dynamics
  • Data transformation services DTS software
  • Apache Sqoop
  • Jupyter Notebook
  • Greenplum Database
  • Database software
  • SAP PowerBuilder
  • Couchbase Server
  • Autodesk Revit
  • Microsoft Visual Studio
  • Oracle PeopleSoft Financials
  • FileMaker Pro
  • Delphi Technology
  • Virtual private networking VPN software
  • Django
  • Nagios
  • Common business oriented language COBOL
  • BMC Software Change Manager
  • Ellucian Banner ERP
  • Storage management software
  • C++
  • Supervisory control and data acquisition SCADA software
  • Oracle SQL Loader
  • Object database management system ODBMS
  • Concurrency control software
  • Informatica software
  • UNIX Shell
  • CA Easytrieve Report Generator
  • Splunk Enterprise
  • Apache Hive
  • Microsoft Dynamics GP
  • Cascading style sheets CSS
  • Oracle E-Business Suite Financials
  • The MathWorks MATLAB
  • DeepSeek
  • Hewlett Packard HP-UX
  • Salesforce software
  • Quest Central
  • Microsoft .NET Framework
  • Swift
  • Informatica Big Data
  • Amazon CodeWhisperer
  • MicroStrategy
  • Elasticsearch
  • Database testing software
  • Atlassian Bamboo
  • Oracle JavaServer Pages JSP
  • ChatGPT (OpenAI)
  • SolarWinds
  • IBM Domino
  • PHP
  • Database capacity planning software
  • Kimi (Moonshot AI)
  • Hypertext markup language HTML
  • Oracle Data Guard
  • Safe Software FME
  • Codeium
  • Oracle JDBC
  • Microsoft Windows Server
  • LexisNexis
  • JavaScript
  • Snowflake
  • Relational database management system software
  • Data manipulation language DML
  • Selenium
  • Oracle Enterprise Manager Cloud Control
  • Blackboard software
  • Ab Initio
  • Oracle Java
  • Perforce Helix software
  • IBM InfoSphere DataStage
  • Devin (Cognition AI)
  • Apple macOS
  • Apache Hadoop
  • Lovable.dev
  • EMC NetWorker
  • Microsoft SQL Server Reporting Services SSRS
  • Informatica Corporation PowerCenter
  • PostgreSQL
  • SAS
  • Apache Airflow
  • BMC Software Control-M
  • SAP Crystal Reports
  • jQuery
  • Embarcadero Technologies DBArtisan
  • Notebook computers
  • Redundant array of independent disks RAID systems
  • Desktop computers
  • Tape libraries
  • Hard disk drives
  • Mainframe computers